Task 13788352
| Name | ParityModified-1647047411-20681-1-0_0 |
| Workunit | 10872366 |
| Created | 26 Mar 2022, 6:28:12 UTC |
| Sent | 1 Apr 2022, 20:21:32 UTC |
| Report deadline | 9 Apr 2022, 20:21:32 UTC |
| Received | 2 Apr 2022, 0:43:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19045 |
| Run time | 2 hours 1 min 16 sec |
| CPU time | 2 hours 1 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,055.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.80 GB |
| Peak swap size | 4.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311444 | val_loss: 0.0311594 | Time: 2630.46 ms [2022-04-01 17:21:21 main:574] : INFO : Epoch 1543 | loss: 0.0311431 | val_loss: 0.0311611 | Time: 2625.52 ms [2022-04-01 17:21:24 main:574] : INFO : Epoch 1544 | loss: 0.0311447 | val_loss: 0.0311608 | Time: 2618.33 ms [2022-04-01 17:21:26 main:574] : INFO : Epoch 1545 | loss: 0.0311443 | val_loss: 0.0311577 | Time: 2624.6 ms [2022-04-01 17:21:29 main:574] : INFO : Epoch 1546 | loss: 0.0311406 | val_loss: 0.0311613 | Time: 2627.02 ms [2022-04-01 17:21:32 main:574] : INFO : Epoch 1547 | loss: 0.0311398 | val_loss: 0.0311599 | Time: 2628.96 ms [2022-04-01 17:21:34 main:574] : INFO : Epoch 1548 | loss: 0.0311385 | val_loss: 0.0311582 | Time: 2623.55 ms [2022-04-01 17:21:37 main:574] : INFO : Epoch 1549 | loss: 0.0311375 | val_loss: 0.0311594 | Time: 2621.9 ms [2022-04-01 17:21:40 main:574] : INFO : Epoch 1550 | loss: 0.0311382 | val_loss: 0.0311587 | Time: 2640.07 ms [2022-04-01 17:21:42 main:574] : INFO : Epoch 1551 | loss: 0.031138 | val_loss: 0.0311591 | Time: 2618.26 ms [2022-04-01 17:21:45 main:574] : INFO : Epoch 1552 | loss: 0.03114 | val_loss: 0.0311605 | Time: 2616.46 ms [2022-04-01 17:21:47 main:574] : INFO : Epoch 1553 | loss: 0.0311427 | val_loss: 0.0311628 | Time: 2609.41 ms [2022-04-01 17:21:50 main:574] : INFO : Epoch 1554 | loss: 0.0311427 | val_loss: 0.0311615 | Time: 2625.22 ms [2022-04-01 17:21:53 main:574] : INFO : Epoch 1555 | loss: 0.0311436 | val_loss: 0.0311614 | Time: 2611.17 ms [2022-04-01 17:21:55 main:574] : INFO : Epoch 1556 | loss: 0.0311417 | val_loss: 0.0311551 | Time: 2611.45 ms [2022-04-01 17:21:58 main:574] : INFO : Epoch 1557 | loss: 0.0311411 | val_loss: 0.0311583 | Time: 2605.16 ms [2022-04-01 17:22:01 main:574] : INFO : Epoch 1558 | loss: 0.0311452 | val_loss: 0.0311593 | Time: 2632.51 ms [2022-04-01 17:22:03 main:574] : INFO : Epoch 1559 | loss: 0.0311419 | val_loss: 0.0311622 | Time: 2625.98 ms [2022-04-01 17:22:06 main:574] : INFO : Epoch 1560 | loss: 0.0311421 | val_loss: 0.0311584 | Time: 2619.87 ms [2022-04-01 17:22:08 main:574] : INFO : Epoch 1561 | loss: 0.0311394 | val_loss: 0.0311605 | Time: 2628.94 ms [2022-04-01 17:22:11 main:574] : INFO : Epoch 1562 | loss: 0.0311411 | val_loss: 0.0311613 | Time: 2635.95 ms [2022-04-01 17:22:14 main:574] : INFO : Epoch 1563 | loss: 0.0311423 | val_loss: 0.0311633 | Time: 2629.78 ms [2022-04-01 17:22:16 main:574] : INFO : Epoch 1564 | loss: 0.0311404 | val_loss: 0.03116 | Time: 2614.72 ms [2022-04-01 17:22:19 main:574] : INFO : Epoch 1565 | loss: 0.0311389 | val_loss: 0.0311543 | Time: 2637.19 ms [2022-04-01 17:22:22 main:574] : INFO : Epoch 1566 | loss: 0.0311368 | val_loss: 0.0311588 | Time: 2632.43 ms [2022-04-01 17:22:24 main:574] : INFO : Epoch 1567 | loss: 0.0311378 | val_loss: 0.0311561 | Time: 2624.35 ms [2022-04-01 17:22:27 main:574] : INFO : Epoch 1568 | loss: 0.0311374 | val_loss: 0.0311602 | Time: 2607.94 ms [2022-04-01 17:22:29 main:574] : INFO : Epoch 1569 | loss: 0.031137 | val_loss: 0.0311577 | Time: 2630.18 ms [2022-04-01 17:22:32 main:574] : INFO : Epoch 1570 | loss: 0.0311337 | val_loss: 0.0311604 | Time: 2632.92 ms [2022-04-01 17:22:35 main:574] : INFO : Epoch 1571 | loss: 0.0311336 | val_loss: 0.0311635 | Time: 2611.99 ms [2022-04-01 17:22:37 main:574] : INFO : Epoch 1572 | loss: 0.0311376 | val_loss: 0.0311649 | Time: 2608.53 ms [2022-04-01 17:22:40 main:574] : INFO : Epoch 1573 | loss: 0.0311365 | val_loss: 0.0311633 | Time: 2619.43 ms [2022-04-01 17:22:43 main:574] : INFO : Epoch 1574 | loss: 0.0311357 | val_loss: 0.0311582 | Time: 2606.8 ms [2022-04-01 17:22:45 main:574] : INFO : Epoch 1575 | loss: 0.031134 | val_loss: 0.0311596 | Time: 2611.87 ms [2022-04-01 17:22:48 main:574] : INFO : Epoch 1576 | loss: 0.0311346 | val_loss: 0.0311574 | Time: 2603.61 ms [2022-04-01 17:22:50 main:574] : INFO : Epoch 1577 | loss: 0.031138 | val_loss: 0.0311564 | Time: 2622.13 ms [2022-04-01 17:22:53 main:574] : INFO : Epoch 1578 | loss: 0.0311348 | val_loss: 0.0311598 | Time: 2615.49 ms [2022-04-01 17:22:56 main:574] : INFO : Epoch 1579 | loss: 0.0311352 | val_loss: 0.0311584 | Time: 2611.2 ms [2022-04-01 17:22:58 main:574] : INFO : Epoch 1580 | loss: 0.0311334 | val_loss: 0.0311584 | Time: 2618.84 ms [2022-04-01 17:23:01 main:574] : INFO : Epoch 1581 | loss: 0.031134 | val_loss: 0.0311575 | Time: 2627.33 ms [2022-04-01 17:23:04 main:574] : INFO : Epoch 1582 | loss: 0.0311331 | val_loss: 0.0311645 | Time: 2624.26 ms [2022-04-01 17:23:06 main:574] : INFO : Epoch 1583 | loss: 0.0311399 | val_loss: 0.0311665 | Time: 2611 ms [2022-04-01 17:23:09 main:574] : INFO : Epoch 1584 | loss: 0.031141 | val_loss: 0.0311671 | Time: 2624.25 ms [2022-04-01 17:23:11 main:574] : INFO : Epoch 1585 | loss: 0.0311402 | val_loss: 0.0311611 | Time: 2627.22 ms [2022-04-01 17:23:14 main:574] : INFO : Epoch 1586 | loss: 0.0311401 | val_loss: 0.0311626 | Time: 2626.78 ms [2022-04-01 17:23:17 main:574] : INFO : Epoch 1587 | loss: 0.0311431 | val_loss: 0.0311595 | Time: 2607.06 ms [2022-04-01 17:23:19 main:574] : INFO : Epoch 1588 | loss: 0.0311424 | val_loss: 0.0311659 | Time: 2610.35 ms [2022-04-01 17:23:22 main:574] : INFO : Epoch 1589 | loss: 0.0311423 | val_loss: 0.0311636 | Time: 2625.29 ms [2022-04-01 17:23:25 main:574] : INFO : Epoch 1590 | loss: 0.0311394 | val_loss: 0.0311577 | Time: 2614.85 ms [2022-04-01 17:23:27 main:574] : INFO : Epoch 1591 | loss: 0.0311378 | val_loss: 0.0311558 | Time: 2616.79 ms [2022-04-01 17:23:30 main:574] : INFO : Epoch 1592 | loss: 0.0311356 | val_loss: 0.0311579 | Time: 2604.8 ms [2022-04-01 17:23:32 main:574] : INFO : Epoch 1593 | loss: 0.0311345 | val_loss: 0.031163 | Time: 2638.19 ms [2022-04-01 17:23:35 main:574] : INFO : Epoch 1594 | loss: 0.0311336 | val_loss: 0.0311591 | Time: 2622.87 ms [2022-04-01 17:23:38 main:574] : INFO : Epoch 1595 | loss: 0.0311324 | val_loss: 0.0311569 | Time: 2605.04 ms [2022-04-01 17:23:40 main:574] : INFO : Epoch 1596 | loss: 0.0311335 | val_loss: 0.0311576 | Time: 2621.89 ms [2022-04-01 17:23:43 main:574] : INFO : Epoch 1597 | loss: 0.0311347 | val_loss: 0.0311655 | Time: 2634.55 ms [2022-04-01 17:23:45 main:574] : INFO : Epoch 1598 | loss: 0.0311357 | val_loss: 0.0311657 | Time: 2621.54 ms [2022-04-01 17:23:48 main:574] : INFO : Epoch 1599 | loss: 0.0311354 | val_loss: 0.0311624 | Time: 2613.54 ms [2022-04-01 17:23:51 main:574] : INFO : Epoch 1600 | loss: 0.0311347 | val_loss: 0.031161 | Time: 2614.59 ms [2022-04-01 17:23:53 main:574] : INFO : Epoch 1601 | loss: 0.0311332 | val_loss: 0.0311662 | Time: 2638.7 ms [2022-04-01 17:23:56 main:574] : INFO : Epoch 1602 | loss: 0.0311355 | val_loss: 0.0311601 | Time: 2619.68 ms [2022-04-01 17:23:59 main:574] : INFO : Epoch 1603 | loss: 0.0311359 | val_loss: 0.0311628 | Time: 2614.79 ms [2022-04-01 17:24:01 main:574] : INFO : Epoch 1604 | loss: 0.0311367 | val_loss: 0.0311572 | Time: 2635.51 ms [2022-04-01 17:24:04 main:574] : INFO : Epoch 1605 | loss: 0.0311325 | val_loss: 0.0311618 | Time: 2620.15 ms [2022-04-01 17:24:06 main:574] : INFO : Epoch 1606 | loss: 0.0311328 | val_loss: 0.031158 | Time: 2600.18 ms [2022-04-01 17:24:09 main:574] : INFO : Epoch 1607 | loss: 0.0311357 | val_loss: 0.0311639 | Time: 2593.16 ms [2022-04-01 17:24:12 main:574] : INFO : Epoch 1608 | loss: 0.0311362 | val_loss: 0.0311621 | Time: 2619.87 ms [2022-04-01 17:24:14 main:574] : INFO : Epoch 1609 | loss: 0.0311412 | val_loss: 0.0311648 | Time: 2615.7 ms [2022-04-01 17:24:17 main:574] : INFO : Epoch 1610 | loss: 0.0311393 | val_loss: 0.031162 | Time: 2608.09 ms [2022-04-01 17:24:20 main:574] : INFO : Epoch 1611 | loss: 0.0311362 | val_loss: 0.0311661 | Time: 2617.58 ms [2022-04-01 17:24:22 main:574] : INFO : Epoch 1612 | loss: 0.0311376 | val_loss: 0.0311592 | Time: 2612.13 ms [2022-04-01 17:24:25 main:574] : INFO : Epoch 1613 | loss: 0.0311357 | val_loss: 0.0311672 | Time: 2634.34 ms [2022-04-01 17:24:27 main:574] : INFO : Epoch 1614 | loss: 0.0311388 | val_loss: 0.0311652 | Time: 2608.71 ms [2022-04-01 17:24:30 main:574] : INFO : Epoch 1615 | loss: 0.0311469 | val_loss: 0.0311587 | Time: 2611.53 ms [2022-04-01 17:24:33 main:574] : INFO : Epoch 1616 | loss: 0.0311407 | val_loss: 0.0311586 | Time: 2615.24 ms [2022-04-01 17:24:35 main:574] : INFO : Epoch 1617 | loss: 0.0311369 | val_loss: 0.031161 | Time: 2624.31 ms [2022-04-01 17:24:38 main:574] : INFO : Epoch 1618 | loss: 0.0311364 | val_loss: 0.0311607 | Time: 2612.5 ms [2022-04-01 17:24:40 main:574] : INFO : Epoch 1619 | loss: 0.0311347 | val_loss: 0.0311637 | Time: 2615.42 ms [2022-04-01 17:24:43 main:574] : INFO : Epoch 1620 | loss: 0.0311345 | val_loss: 0.0311638 | Time: 2615.15 ms [2022-04-01 17:24:46 main:574] : INFO : Epoch 1621 | loss: 0.0311379 | val_loss: 0.0311603 | Time: 2636.04 ms [2022-04-01 17:24:48 main:574] : INFO : Epoch 1622 | loss: 0.03114 | val_loss: 0.0311635 | Time: 2612.14 ms [2022-04-01 17:24:51 main:574] : INFO : Epoch 1623 | loss: 0.0311343 | val_loss: 0.0311599 | Time: 2613.56 ms [2022-04-01 17:24:54 main:574] : INFO : Epoch 1624 | loss: 0.0311366 | val_loss: 0.0311608 | Time: 2620.37 ms [2022-04-01 17:24:56 main:574] : INFO : Epoch 1625 | loss: 0.0311358 | val_loss: 0.0311609 | Time: 2633.97 ms [2022-04-01 17:24:59 main:574] : INFO : Epoch 1626 | loss: 0.0311332 | val_loss: 0.0311673 | Time: 2599.17 ms [2022-04-01 17:25:01 main:574] : INFO : Epoch 1627 | loss: 0.0311365 | val_loss: 0.0311623 | Time: 2613.69 ms [2022-04-01 17:25:04 main:574] : INFO : Epoch 1628 | loss: 0.0311363 | val_loss: 0.0311651 | Time: 2614.05 ms [2022-04-01 17:25:07 main:574] : INFO : Epoch 1629 | loss: 0.0311349 | val_loss: 0.0311622 | Time: 2632.87 ms [2022-04-01 17:25:09 main:574] : INFO : Epoch 1630 | loss: 0.031138 | val_loss: 0.0311683 | Time: 2632.68 ms [2022-04-01 17:25:12 main:574] : INFO : Epoch 1631 | loss: 0.0311476 | val_loss: 0.0311827 | Time: 2647.91 ms [2022-04-01 17:25:15 main:574] : INFO : Epoch 1632 | loss: 0.0311664 | val_loss: 0.0311647 | Time: 2666.25 ms [2022-04-01 17:25:17 main:574] : INFO : Epoch 1633 | loss: 0.0311602 | val_loss: 0.0311733 | Time: 2681.36 ms [2022-04-01 17:25:20 main:574] : INFO : Epoch 1634 | loss: 0.0311611 | val_loss: 0.0311702 | Time: 2673.78 ms [2022-04-01 17:25:23 main:574] : INFO : Epoch 1635 | loss: 0.0311558 | val_loss: 0.031173 | Time: 2663.12 ms [2022-04-01 17:25:25 main:574] : INFO : Epoch 1636 | loss: 0.031153 | val_loss: 0.0311674 | Time: 2684.63 ms [2022-04-01 17:25:28 main:574] : INFO : Epoch 1637 | loss: 0.0311493 | val_loss: 0.0311687 | Time: 2639.55 ms [2022-04-01 17:25:31 main:574] : INFO : Epoch 1638 | loss: 0.0311457 | val_loss: 0.0311678 | Time: 2607.06 ms [2022-04-01 17:25:33 main:574] : INFO : Epoch 1639 | loss: 0.0311432 | val_loss: 0.0311661 | Time: 2610.71 ms [2022-04-01 17:25:36 main:574] : INFO : Epoch 1640 | loss: 0.0311413 | val_loss: 0.0311629 | Time: 2618.99 ms [2022-04-01 17:25:38 main:574] : INFO : Epoch 1641 | loss: 0.0311405 | val_loss: 0.0311646 | Time: 2605.16 ms [2022-04-01 17:25:41 main:574] : INFO : Epoch 1642 | loss: 0.0311395 | val_loss: 0.0311632 | Time: 2607.25 ms [2022-04-01 17:25:44 main:574] : INFO : Epoch 1643 | loss: 0.0311389 | val_loss: 0.0311603 | Time: 2617.24 ms [2022-04-01 17:25:46 main:574] : INFO : Epoch 1644 | loss: 0.0311363 | val_loss: 0.0311603 | Time: 2620.55 ms [2022-04-01 17:25:49 main:574] : INFO : Epoch 1645 | loss: 0.0311361 | val_loss: 0.0311621 | Time: 2616.45 ms [2022-04-01 17:25:52 main:574] : INFO : Epoch 1646 | loss: 0.0311363 | val_loss: 0.0311676 | Time: 2607.77 ms [2022-04-01 17:25:54 main:574] : INFO : Epoch 1647 | loss: 0.0311368 | val_loss: 0.0311642 | Time: 2610.86 ms [2022-04-01 17:25:57 main:574] : INFO : Epoch 1648 | loss: 0.0311347 | val_loss: 0.0311687 | Time: 2623.29 ms [2022-04-01 17:25:59 main:574] : INFO : Epoch 1649 | loss: 0.0311334 | val_loss: 0.031167 | Time: 2615.06 ms [2022-04-01 17:26:02 main:574] : INFO : Epoch 1650 | loss: 0.0311372 | val_loss: 0.0311648 | Time: 2605.62 ms [2022-04-01 17:26:05 main:574] : INFO : Epoch 1651 | loss: 0.0311361 | val_loss: 0.0311674 | Time: 2607.16 ms [2022-04-01 17:26:07 main:574] : INFO : Epoch 1652 | loss: 0.0311343 | val_loss: 0.0311657 | Time: 2610.18 ms [2022-04-01 17:26:10 main:574] : INFO : Epoch 1653 | loss: 0.0311334 | val_loss: 0.031167 | Time: 2602.64 ms [2022-04-01 17:26:12 main:574] : INFO : Epoch 1654 | loss: 0.031131 | val_loss: 0.0311673 | Time: 2599.85 ms [2022-04-01 17:26:15 main:574] : INFO : Epoch 1655 | loss: 0.0311348 | val_loss: 0.0311693 | Time: 2607.79 ms [2022-04-01 17:26:18 main:574] : INFO : Epoch 1656 | loss: 0.0311351 | val_loss: 0.0311647 | Time: 2622.65 ms [2022-04-01 17:26:20 main:574] : INFO : Epoch 1657 | loss: 0.031138 | val_loss: 0.0311601 | Time: 2612.9 ms [2022-04-01 17:26:23 main:574] : INFO : Epoch 1658 | loss: 0.0311363 | val_loss: 0.0311637 | Time: 2613.58 ms [2022-04-01 17:26:26 main:574] : INFO : Epoch 1659 | loss: 0.0311345 | val_loss: 0.0311644 | Time: 2600.96 ms [2022-04-01 17:26:28 main:574] : INFO : Epoch 1660 | loss: 0.0311358 | val_loss: 0.031175 | Time: 2614.61 ms [2022-04-01 17:26:31 main:574] : INFO : Epoch 1661 | loss: 0.0311385 | val_loss: 0.0311698 | Time: 2614.74 ms [2022-04-01 17:26:33 main:574] : INFO : Epoch 1662 | loss: 0.0311375 | val_loss: 0.0311697 | Time: 2609.02 ms [2022-04-01 17:26:36 main:574] : INFO : Epoch 1663 | loss: 0.0311358 | val_loss: 0.031168 | Time: 2612.52 ms [2022-04-01 17:26:39 main:574] : INFO : Epoch 1664 | loss: 0.0311326 | val_loss: 0.0311629 | Time: 2622.4 ms [2022-04-01 17:26:41 main:574] : INFO : Epoch 1665 | loss: 0.0311331 | val_loss: 0.031164 | Time: 2608.89 ms [2022-04-01 17:26:44 main:574] : INFO : Epoch 1666 | loss: 0.0311358 | val_loss: 0.031167 | Time: 2602.75 ms [2022-04-01 17:26:46 main:574] : INFO : Epoch 1667 | loss: 0.0311362 | val_loss: 0.0311644 | Time: 2616.32 ms [2022-04-01 17:26:49 main:574] : INFO : Epoch 1668 | loss: 0.0311363 | val_loss: 0.0311677 | Time: 2617.12 ms [2022-04-01 17:26:52 main:574] : INFO : Epoch 1669 | loss: 0.0311328 | val_loss: 0.0311751 | Time: 2607.14 ms [2022-04-01 17:26:54 main:574] : INFO : Epoch 1670 | loss: 0.0311304 | val_loss: 0.0311666 | Time: 2606.7 ms [2022-04-01 17:26:57 main:574] : INFO : Epoch 1671 | loss: 0.03113 | val_loss: 0.0311728 | Time: 2598.53 ms [2022-04-01 17:27:00 main:574] : INFO : Epoch 1672 | loss: 0.0311297 | val_loss: 0.0311669 | Time: 2623.13 ms [2022-04-01 17:27:02 main:574] : INFO : Epoch 1673 | loss: 0.0311265 | val_loss: 0.0311622 | Time: 2605.89 ms [2022-04-01 17:27:05 main:574] : INFO : Epoch 1674 | loss: 0.0311255 | val_loss: 0.0311654 | Time: 2611.31 ms [2022-04-01 17:27:07 main:574] : INFO : Epoch 1675 | loss: 0.0311277 | val_loss: 0.0311647 | Time: 2610.29 ms [2022-04-01 17:27:10 main:574] : INFO : Epoch 1676 | loss: 0.0311289 | val_loss: 0.0311653 | Time: 2614.28 ms [2022-04-01 17:27:13 main:574] : INFO : Epoch 1677 | loss: 0.0311289 | val_loss: 0.0311629 | Time: 2593.15 ms [2022-04-01 17:27:15 main:574] : INFO : Epoch 1678 | loss: 0.0311292 | val_loss: 0.0311648 | Time: 2610.55 ms [2022-04-01 17:27:18 main:574] : INFO : Epoch 1679 | loss: 0.0311279 | val_loss: 0.031166 | Time: 2606.36 ms [2022-04-01 17:27:20 main:574] : INFO : Epoch 1680 | loss: 0.0311344 | val_loss: 0.0311589 | Time: 2620.63 ms [2022-04-01 17:27:23 main:574] : INFO : Epoch 1681 | loss: 0.0311338 | val_loss: 0.0311616 | Time: 2605.73 ms [2022-04-01 17:27:26 main:574] : INFO : Epoch 1682 | loss: 0.0311341 | val_loss: 0.031159 | Time: 2617.36 ms [2022-04-01 17:27:28 main:574] : INFO : Epoch 1683 | loss: 0.0311306 | val_loss: 0.0311613 | Time: 2616.78 ms [2022-04-01 17:27:31 main:574] : INFO : Epoch 1684 | loss: 0.031129 | val_loss: 0.0311617 | Time: 2634.62 ms [2022-04-01 17:27:34 main:574] : INFO : Epoch 1685 | loss: 0.031129 | val_loss: 0.0311675 | Time: 2600.62 ms [2022-04-01 17:27:36 main:574] : INFO : Epoch 1686 | loss: 0.0311352 | val_loss: 0.0311603 | Time: 2611.89 ms [2022-04-01 17:27:39 main:574] : INFO : Epoch 1687 | loss: 0.0311294 | val_loss: 0.0311585 | Time: 2605.54 ms [2022-04-01 17:27:41 main:574] : INFO : Epoch 1688 | loss: 0.0311288 | val_loss: 0.0311597 | Time: 2610.35 ms [2022-04-01 17:27:44 main:574] : INFO : Epoch 1689 | loss: 0.0311291 | val_loss: 0.0311604 | Time: 2592.04 ms [2022-04-01 17:27:47 main:574] : INFO : Epoch 1690 | loss: 0.0311363 | val_loss: 0.0311628 | Time: 2602.16 ms [2022-04-01 17:27:49 main:574] : INFO : Epoch 1691 | loss: 0.0311408 | val_loss: 0.0311575 | Time: 2602.13 ms [2022-04-01 17:27:52 main:574] : INFO : Epoch 1692 | loss: 0.0311389 | val_loss: 0.0311626 | Time: 2598.46 ms [2022-04-01 17:27:54 main:574] : INFO : Epoch 1693 | loss: 0.0311354 | val_loss: 0.0311666 | Time: 2600.55 ms [2022-04-01 17:27:57 main:574] : INFO : Epoch 1694 | loss: 0.0311335 | val_loss: 0.031157 | Time: 2617.5 ms [2022-04-01 17:28:00 main:574] : INFO : Epoch 1695 | loss: 0.0311286 | val_loss: 0.0311577 | Time: 2617.67 ms [2022-04-01 17:28:02 main:574] : INFO : Epoch 1696 | loss: 0.0311272 | val_loss: 0.031156 | Time: 2613.92 ms [2022-04-01 17:28:05 main:574] : INFO : Epoch 1697 | loss: 0.0311275 | val_loss: 0.0311624 | Time: 2610.42 ms [2022-04-01 17:28:07 main:574] : INFO : Epoch 1698 | loss: 0.031133 | val_loss: 0.0311593 | Time: 2619.41 ms [2022-04-01 17:28:10 main:574] : INFO : Epoch 1699 | loss: 0.0311325 | val_loss: 0.031162 | Time: 2631.88 ms [2022-04-01 17:28:13 main:574] : INFO : Epoch 1700 | loss: 0.0311301 | val_loss: 0.0311594 | Time: 2611.31 ms [2022-04-01 17:28:15 main:574] : INFO : Epoch 1701 | loss: 0.0311281 | val_loss: 0.0311625 | Time: 2620.37 ms [2022-04-01 17:28:18 main:574] : INFO : Epoch 1702 | loss: 0.031128 | val_loss: 0.0311593 | Time: 2640.23 ms [2022-04-01 17:28:21 main:574] : INFO : Epoch 1703 | loss: 0.0311261 | val_loss: 0.031158 | Time: 2625.07 ms [2022-04-01 17:28:23 main:574] : INFO : Epoch 1704 | loss: 0.0311258 | val_loss: 0.0311594 | Time: 2603.83 ms [2022-04-01 17:28:26 main:574] : INFO : Epoch 1705 | loss: 0.0311244 | val_loss: 0.0311606 | Time: 2610.23 ms [2022-04-01 17:28:28 main:574] : INFO : Epoch 1706 | loss: 0.0311284 | val_loss: 0.0311607 | Time: 2600.49 ms [2022-04-01 17:28:31 main:574] : INFO : Epoch 1707 | loss: 0.0311267 | val_loss: 0.031158 | Time: 2617.83 ms [2022-04-01 17:28:34 main:574] : INFO : Epoch 1708 | loss: 0.031129 | val_loss: 0.0311592 | Time: 2598.74 ms [2022-04-01 17:28:36 main:574] : INFO : Epoch 1709 | loss: 0.0311309 | val_loss: 0.0311611 | Time: 2602.37 ms [2022-04-01 17:28:39 main:574] : INFO : Epoch 1710 | loss: 0.0311315 | val_loss: 0.031161 | Time: 2612.36 ms [2022-04-01 17:28:41 main:574] : INFO : Epoch 1711 | loss: 0.0311258 | val_loss: 0.0311583 | Time: 2615.96 ms [2022-04-01 17:28:44 main:574] : INFO : Epoch 1712 | loss: 0.0311278 | val_loss: 0.0311629 | Time: 2605.33 ms [2022-04-01 17:28:47 main:574] : INFO : Epoch 1713 | loss: 0.0311281 | val_loss: 0.0311602 | Time: 2615.49 ms [2022-04-01 17:28:49 main:574] : INFO : Epoch 1714 | loss: 0.0311229 | val_loss: 0.031163 | Time: 2618.03 ms [2022-04-01 17:28:52 main:574] : INFO : Epoch 1715 | loss: 0.0311329 | val_loss: 0.0311636 | Time: 2620.98 ms [2022-04-01 17:28:55 main:574] : INFO : Epoch 1716 | loss: 0.0311374 | val_loss: 0.0311561 | Time: 2612.17 ms [2022-04-01 17:28:57 main:574] : INFO : Epoch 1717 | loss: 0.0311315 | val_loss: 0.0311609 | Time: 2605.59 ms [2022-04-01 17:29:00 main:574] : INFO : Epoch 1718 | loss: 0.0311284 | val_loss: 0.0311586 | Time: 2607.7 ms [2022-04-01 17:29:02 main:574] : INFO : Epoch 1719 | loss: 0.0311256 | val_loss: 0.0311561 | Time: 2627.55 ms [2022-04-01 17:29:05 main:574] : INFO : Epoch 1720 | loss: 0.0311249 | val_loss: 0.0311603 | Time: 2614.85 ms [2022-04-01 17:29:08 main:574] : INFO : Epoch 1721 | loss: 0.0311234 | val_loss: 0.0311645 | Time: 2609.6 ms [2022-04-01 17:29:10 main:574] : INFO : Epoch 1722 | loss: 0.0311242 | val_loss: 0.0311613 | Time: 2630.39 ms [2022-04-01 17:29:13 main:574] : INFO : Epoch 1723 | loss: 0.0311275 | val_loss: 0.031168 | Time: 2629.28 ms [2022-04-01 17:29:16 main:574] : INFO : Epoch 1724 | loss: 0.0311354 | val_loss: 0.0311636 | Time: 2622.95 ms [2022-04-01 17:29:18 main:574] : INFO : Epoch 1725 | loss: 0.0311315 | val_loss: 0.0311598 | Time: 2608.45 ms [2022-04-01 17:29:21 main:574] : INFO : Epoch 1726 | loss: 0.0311276 | val_loss: 0.0311604 | Time: 2611.89 ms [2022-04-01 17:29:23 main:574] : INFO : Epoch 1727 | loss: 0.0311253 | val_loss: 0.0311607 | Time: 2624.61 ms [2022-04-01 17:29:26 main:574] : INFO : Epoch 1728 | loss: 0.0311254 | val_loss: 0.0311612 | Time: 2606.74 ms [2022-04-01 17:29:29 main:574] : INFO : Epoch 1729 | loss: 0.0311271 | val_loss: 0.0311595 | Time: 2606.61 ms [2022-04-01 17:29:31 main:574] : INFO : Epoch 1730 | loss: 0.0311261 | val_loss: 0.0311586 | Time: 2612.25 ms [2022-04-01 17:29:34 main:574] : INFO : Epoch 1731 | loss: 0.0311259 | val_loss: 0.031158 | Time: 2617.08 ms [2022-04-01 17:29:36 main:574] : INFO : Epoch 1732 | loss: 0.031124 | val_loss: 0.0311596 | Time: 2620.68 ms [2022-04-01 17:29:39 main:574] : INFO : Epoch 1733 | loss: 0.0311263 | val_loss: 0.0311562 | Time: 2624.7 ms [2022-04-01 17:29:42 main:574] : INFO : Epoch 1734 | loss: 0.031124 | val_loss: 0.0311559 | Time: 2620.43 ms [2022-04-01 17:29:44 main:574] : INFO : Epoch 1735 | loss: 0.0311244 | val_loss: 0.031167 | Time: 2625.84 ms [2022-04-01 17:29:47 main:574] : INFO : Epoch 1736 | loss: 0.031125 | val_loss: 0.0311574 | Time: 2626.26 ms [2022-04-01 17:29:50 main:574] : INFO : Epoch 1737 | loss: 0.0311221 | val_loss: 0.0311615 | Time: 2624.07 ms [2022-04-01 17:29:52 main:574] : INFO : Epoch 1738 | loss: 0.0311221 | val_loss: 0.0311641 | Time: 2613.89 ms [2022-04-01 17:29:55 main:574] : INFO : Epoch 1739 | loss: 0.031121 | val_loss: 0.0311628 | Time: 2632.26 ms [2022-04-01 17:29:57 main:574] : INFO : Epoch 1740 | loss: 0.0311233 | val_loss: 0.0311618 | Time: 2617.68 ms [2022-04-01 17:30:00 main:574] : INFO : Epoch 1741 | loss: 0.0311253 | val_loss: 0.0311599 | Time: 2605.78 ms [2022-04-01 17:30:03 main:574] : INFO : Epoch 1742 | loss: 0.0311254 | val_loss: 0.0311624 | Time: 2608.88 ms [2022-04-01 17:30:05 main:574] : INFO : Epoch 1743 | loss: 0.0311233 | val_loss: 0.0311681 | Time: 2620.65 ms [2022-04-01 17:30:08 main:574] : INFO : Epoch 1744 | loss: 0.031129 | val_loss: 0.0311598 | Time: 2615.67 ms [2022-04-01 17:30:11 main:574] : INFO : Epoch 1745 | loss: 0.0311338 | val_loss: 0.0311684 | Time: 2615.52 ms [2022-04-01 17:30:13 main:574] : INFO : Epoch 1746 | loss: 0.0311259 | val_loss: 0.0311658 | Time: 2611.23 ms [2022-04-01 17:30:16 main:574] : INFO : Epoch 1747 | loss: 0.0311226 | val_loss: 0.0311608 | Time: 2630.18 ms [2022-04-01 17:30:18 main:574] : INFO : Epoch 1748 | loss: 0.0311245 | val_loss: 0.0311627 | Time: 2619.92 ms [2022-04-01 17:30:21 main:574] : INFO : Epoch 1749 | loss: 0.0311265 | val_loss: 0.0311646 | Time: 2616.44 ms [2022-04-01 17:30:24 main:574] : INFO : Epoch 1750 | loss: 0.0311255 | val_loss: 0.0311598 | Time: 2608.92 ms [2022-04-01 17:30:26 main:574] : INFO : Epoch 1751 | loss: 0.0311282 | val_loss: 0.0311656 | Time: 2627.61 ms [2022-04-01 17:30:29 main:574] : INFO : Epoch 1752 | loss: 0.0311275 | val_loss: 0.0311651 | Time: 2621.28 ms [2022-04-01 17:30:32 main:574] : INFO : Epoch 1753 | loss: 0.0311379 | val_loss: 0.031166 | Time: 2620.44 ms [2022-04-01 17:30:34 main:574] : INFO : Epoch 1754 | loss: 0.03114 | val_loss: 0.031164 | Time: 2610.97 ms [2022-04-01 17:30:37 main:574] : INFO : Epoch 1755 | loss: 0.0311368 | val_loss: 0.031163 | Time: 2622.76 ms [2022-04-01 17:30:39 main:574] : INFO : Epoch 1756 | loss: 0.0311311 | val_loss: 0.031163 | Time: 2624.74 ms [2022-04-01 17:30:42 main:574] : INFO : Epoch 1757 | loss: 0.0311295 | val_loss: 0.0311608 | Time: 2618.31 ms [2022-04-01 17:30:45 main:574] : INFO : Epoch 1758 | loss: 0.0311296 | val_loss: 0.0311635 | Time: 2614.05 ms [2022-04-01 17:30:47 main:574] : INFO : Epoch 1759 | loss: 0.031127 | val_loss: 0.0311598 | Time: 2632.08 ms [2022-04-01 17:30:50 main:574] : INFO : Epoch 1760 | loss: 0.0311266 | val_loss: 0.0311626 | Time: 2624.42 ms [2022-04-01 17:30:53 main:574] : INFO : Epoch 1761 | loss: 0.031126 | val_loss: 0.0311571 | Time: 2620.65 ms [2022-04-01 17:30:55 main:574] : INFO : Epoch 1762 | loss: 0.0311241 | val_loss: 0.031162 | Time: 2620.06 ms [2022-04-01 17:30:58 main:574] : INFO : Epoch 1763 | loss: 0.0311211 | val_loss: 0.0311598 | Time: 2623.74 ms [2022-04-01 17:31:00 main:574] : INFO : Epoch 1764 | loss: 0.0311291 | val_loss: 0.0311558 | Time: 2615.4 ms [2022-04-01 17:31:03 main:574] : INFO : Epoch 1765 | loss: 0.0311284 | val_loss: 0.0311626 | Time: 2614.49 ms [2022-04-01 17:31:06 main:574] : INFO : Epoch 1766 | loss: 0.0311256 | val_loss: 0.0311605 | Time: 2636.39 ms [2022-04-01 17:31:08 main:574] : INFO : Epoch 1767 | loss: 0.031126 | val_loss: 0.0311599 | Time: 2605.4 ms [2022-04-01 17:31:11 main:574] : INFO : Epoch 1768 | loss: 0.0311249 | val_loss: 0.0311607 | Time: 2632.07 ms [2022-04-01 17:31:13 main:574] : INFO : Epoch 1769 | loss: 0.0311232 | val_loss: 0.0311648 | Time: 2619.19 ms [2022-04-01 17:31:16 main:574] : INFO : Epoch 1770 | loss: 0.031125 | val_loss: 0.0311579 | Time: 2637.95 ms [2022-04-01 17:31:19 main:574] : INFO : Epoch 1771 | loss: 0.0311226 | val_loss: 0.0311593 | Time: 2615.27 ms [2022-04-01 17:31:21 main:574] : INFO : Epoch 1772 | loss: 0.0311197 | val_loss: 0.0311639 | Time: 2616 ms [2022-04-01 17:31:24 main:574] : INFO : Epoch 1773 | loss: 0.0311234 | val_loss: 0.031163 | Time: 2629.52 ms [2022-04-01 17:31:27 main:574] : INFO : Epoch 1774 | loss: 0.031122 | val_loss: 0.0311623 | Time: 2635.43 ms [2022-04-01 17:31:29 main:574] : INFO : Epoch 1775 | loss: 0.0311203 | val_loss: 0.0311634 | Time: 2615.43 ms [2022-04-01 17:31:32 main:574] : INFO : Epoch 1776 | loss: 0.0311326 | val_loss: 0.0311612 | Time: 2624.72 ms [2022-04-01 17:31:35 main:574] : INFO : Epoch 1777 | loss: 0.0311329 | val_loss: 0.031163 | Time: 2619.7 ms [2022-04-01 17:31:37 main:574] : INFO : Epoch 1778 | loss: 0.031127 | val_loss: 0.0311593 | Time: 2631.7 ms [2022-04-01 17:31:40 main:574] : INFO : Epoch 1779 | loss: 0.0311248 | val_loss: 0.0311618 | Time: 2614.74 ms [2022-04-01 17:31:42 main:574] : INFO : Epoch 1780 | loss: 0.0311221 | val_loss: 0.0311585 | Time: 2617.59 ms [2022-04-01 17:31:45 main:574] : INFO : Epoch 1781 | loss: 0.0311254 | val_loss: 0.0311658 | Time: 2612.72 ms [2022-04-01 17:31:48 main:574] : INFO : Epoch 1782 | loss: 0.0311263 | val_loss: 0.0311615 | Time: 2634.32 ms [2022-04-01 17:31:50 main:574] : INFO : Epoch 1783 | loss: 0.0311242 | val_loss: 0.031154 | Time: 2642.9 ms [2022-04-01 17:31:53 main:574] : INFO : Epoch 1784 | loss: 0.031124 | val_loss: 0.0311618 | Time: 2605.86 ms [2022-04-01 17:31:55 main:574] : INFO : Epoch 1785 | loss: 0.0311205 | val_loss: 0.0311648 | Time: 2604.99 ms [2022-04-01 17:31:58 main:574] : INFO : Epoch 1786 | loss: 0.0311228 | val_loss: 0.0311587 | Time: 2621.13 ms [2022-04-01 17:32:01 main:574] : INFO : Epoch 1787 | loss: 0.0311212 | val_loss: 0.0311625 | Time: 2608.95 ms [2022-04-01 17:32:03 main:574] : INFO : Epoch 1788 | loss: 0.0311231 | val_loss: 0.0311637 | Time: 2607.51 ms [2022-04-01 17:32:06 main:574] : INFO : Epoch 1789 | loss: 0.0311224 | val_loss: 0.0311647 | Time: 2608.91 ms [2022-04-01 17:32:09 main:574] : INFO : Epoch 1790 | loss: 0.0311324 | val_loss: 0.0311668 | Time: 2621.44 ms [2022-04-01 17:32:11 main:574] : INFO : Epoch 1791 | loss: 0.0311331 | val_loss: 0.0311682 | Time: 2605.06 ms [2022-04-01 17:32:14 main:574] : INFO : Epoch 1792 | loss: 0.0311255 | val_loss: 0.031165 | Time: 2599.46 ms [2022-04-01 17:32:16 main:574] : INFO : Epoch 1793 | loss: 0.0311223 | val_loss: 0.0311621 | Time: 2613.15 ms [2022-04-01 17:32:19 main:574] : INFO : Epoch 1794 | loss: 0.0311208 | val_loss: 0.0311617 | Time: 2629.88 ms [2022-04-01 17:32:22 main:574] : INFO : Epoch 1795 | loss: 0.0311215 | val_loss: 0.0311621 | Time: 2613.65 ms [2022-04-01 17:32:24 main:574] : INFO : Epoch 1796 | loss: 0.0311233 | val_loss: 0.0311709 | Time: 2607.52 ms [2022-04-01 17:32:27 main:574] : INFO : Epoch 1797 | loss: 0.0311328 | val_loss: 0.0311603 | Time: 2616.09 ms [2022-04-01 17:32:30 main:574] : INFO : Epoch 1798 | loss: 0.0311281 | val_loss: 0.0311606 | Time: 2639.89 ms [2022-04-01 17:32:32 main:574] : INFO : Epoch 1799 | loss: 0.031123 | val_loss: 0.0311598 | Time: 2615.31 ms [2022-04-01 17:32:35 main:574] : INFO : Epoch 1800 | loss: 0.0311219 | val_loss: 0.031164 | Time: 2609.83 ms [2022-04-01 17:32:37 main:574] : INFO : Epoch 1801 | loss: 0.0311209 | val_loss: 0.0311583 | Time: 2601.83 ms [2022-04-01 17:32:40 main:574] : INFO : Epoch 1802 | loss: 0.0311195 | val_loss: 0.0311644 | Time: 2615.53 ms [2022-04-01 17:32:43 main:574] : INFO : Epoch 1803 | loss: 0.0311299 | val_loss: 0.0311632 | Time: 2609.12 ms [2022-04-01 17:32:45 main:574] : INFO : Epoch 1804 | loss: 0.0311278 | val_loss: 0.03116 | Time: 2602.97 ms [2022-04-01 17:32:48 main:574] : INFO : Epoch 1805 | loss: 0.0311238 | val_loss: 0.0311571 | Time: 2601.23 ms [2022-04-01 17:32:50 main:574] : INFO : Epoch 1806 | loss: 0.0311257 | val_loss: 0.0311729 | Time: 2614.43 ms [2022-04-01 17:32:53 main:574] : INFO : Epoch 1807 | loss: 0.0311264 | val_loss: 0.03116 | Time: 2609.96 ms [2022-04-01 17:32:56 main:574] : INFO : Epoch 1808 | loss: 0.0311229 | val_loss: 0.0311621 | Time: 2608.39 ms [2022-04-01 17:32:58 main:574] : INFO : Epoch 1809 | loss: 0.0311214 | val_loss: 0.0311616 | Time: 2606.59 ms [2022-04-01 17:33:01 main:574] : INFO : Epoch 1810 | loss: 0.0311209 | val_loss: 0.031159 | Time: 2630.78 ms [2022-04-01 17:33:04 main:574] : INFO : Epoch 1811 | loss: 0.0311209 | val_loss: 0.0311574 | Time: 2643.93 ms [2022-04-01 17:33:06 main:574] : INFO : Epoch 1812 | loss: 0.0311167 | val_loss: 0.0311609 | Time: 2608.34 ms [2022-04-01 17:33:09 main:574] : INFO : Epoch 1813 | loss: 0.0311176 | val_loss: 0.0311651 | Time: 2623.02 ms [2022-04-01 17:33:11 main:574] : INFO : Epoch 1814 | loss: 0.0311316 | val_loss: 0.0311617 | Time: 2617 ms [2022-04-01 17:33:14 main:574] : INFO : Epoch 1815 | loss: 0.0311395 | val_loss: 0.0311669 | Time: 2612.63 ms [2022-04-01 17:33:17 main:574] : INFO : Epoch 1816 | loss: 0.0311357 | val_loss: 0.0311654 | Time: 2610.28 ms [2022-04-01 17:33:19 main:574] : INFO : Epoch 1817 | loss: 0.0311314 | val_loss: 0.0311607 | Time: 2618.79 ms [2022-04-01 17:33:22 main:574] : INFO : Epoch 1818 | loss: 0.0311316 | val_loss: 0.0311576 | Time: 2631.43 ms [2022-04-01 17:33:24 main:574] : INFO : Epoch 1819 | loss: 0.0311286 | val_loss: 0.0311567 | Time: 2613.93 ms [2022-04-01 17:33:27 main:574] : INFO : Epoch 1820 | loss: 0.0311235 | val_loss: 0.031161 | Time: 2615.46 ms [2022-04-01 17:33:30 main:574] : INFO : Epoch 1821 | loss: 0.031122 | val_loss: 0.0311568 | Time: 2615.6 ms [2022-04-01 17:33:32 main:574] : INFO : Epoch 1822 | loss: 0.0311204 | val_loss: 0.0311625 | Time: 2620.86 ms [2022-04-01 17:33:35 main:574] : INFO : Epoch 1823 | loss: 0.0311192 | val_loss: 0.0311596 | Time: 2629.55 ms [2022-04-01 17:33:38 main:574] : INFO : Epoch 1824 | loss: 0.0311185 | val_loss: 0.0311595 | Time: 2599.73 ms [2022-04-01 17:33:40 main:574] : INFO : Epoch 1825 | loss: 0.0311177 | val_loss: 0.0311621 | Time: 2615.36 ms [2022-04-01 17:33:43 main:574] : INFO : Epoch 1826 | loss: 0.0311185 | val_loss: 0.0311703 | Time: 2608.07 ms [2022-04-01 17:33:45 main:574] : INFO : Epoch 1827 | loss: 0.0311181 | val_loss: 0.0311667 | Time: 2591.64 ms [2022-04-01 17:33:48 main:574] : INFO : Epoch 1828 | loss: 0.0311205 | val_loss: 0.0311624 | Time: 2603.67 ms [2022-04-01 17:33:51 main:574] : INFO : Epoch 1829 | loss: 0.0311325 | val_loss: 0.0311611 | Time: 2635.09 ms [2022-04-01 17:33:53 main:574] : INFO : Epoch 1830 | loss: 0.0311265 | val_loss: 0.0311576 | Time: 2617.51 ms [2022-04-01 17:33:56 main:574] : INFO : Epoch 1831 | loss: 0.0311199 | val_loss: 0.0311649 | Time: 2617.86 ms [2022-04-01 17:33:59 main:574] : INFO : Epoch 1832 | loss: 0.0311207 | val_loss: 0.0311575 | Time: 2616.25 ms [2022-04-01 17:34:01 main:574] : INFO : Epoch 1833 | loss: 0.0311203 | val_loss: 0.0311703 | Time: 2628.75 ms [2022-04-01 17:34:04 main:574] : INFO : Epoch 1834 | loss: 0.0311447 | val_loss: 0.0311706 | Time: 2621.43 ms [2022-04-01 17:34:06 main:574] : INFO : Epoch 1835 | loss: 0.0311415 | val_loss: 0.0311609 | Time: 2618.93 ms [2022-04-01 17:34:09 main:574] : INFO : Epoch 1836 | loss: 0.0311329 | val_loss: 0.0311629 | Time: 2616.69 ms [2022-04-01 17:34:12 main:574] : INFO : Epoch 1837 | loss: 0.0311276 | val_loss: 0.0311629 | Time: 2623.13 ms [2022-04-01 17:34:14 main:574] : INFO : Epoch 1838 | loss: 0.0311342 | val_loss: 0.0311651 | Time: 2602 ms [2022-04-01 17:34:17 main:574] : INFO : Epoch 1839 | loss: 0.0311282 | val_loss: 0.0311704 | Time: 2609.29 ms [2022-04-01 17:34:19 main:574] : INFO : Epoch 1840 | loss: 0.031129 | val_loss: 0.0311662 | Time: 2603.6 ms [2022-04-01 17:34:22 main:574] : INFO : Epoch 1841 | loss: 0.031126 | val_loss: 0.0311618 | Time: 2614.21 ms [2022-04-01 17:34:25 main:574] : INFO : Epoch 1842 | loss: 0.0311241 | val_loss: 0.031162 | Time: 2614.61 ms [2022-04-01 17:34:27 main:574] : INFO : Epoch 1843 | loss: 0.0311182 | val_loss: 0.0311569 | Time: 2613.89 ms [2022-04-01 17:34:30 main:574] : INFO : Epoch 1844 | loss: 0.0311184 | val_loss: 0.0311667 | Time: 2610.65 ms [2022-04-01 17:34:33 main:574] : INFO : Epoch 1845 | loss: 0.0311189 | val_loss: 0.0311612 | Time: 2633.36 ms [2022-04-01 17:34:35 main:574] : INFO : Epoch 1846 | loss: 0.0311208 | val_loss: 0.0311631 | Time: 2613.38 ms [2022-04-01 17:34:38 main:574] : INFO : Epoch 1847 | loss: 0.03112 | val_loss: 0.0311648 | Time: 2618.4 ms [2022-04-01 17:34:40 main:574] : INFO : Epoch 1848 | loss: 0.0311179 | val_loss: 0.0311612 | Time: 2627.1 ms [2022-04-01 17:34:43 main:574] : INFO : Epoch 1849 | loss: 0.0311155 | val_loss: 0.0311613 | Time: 2630.17 ms [2022-04-01 17:34:46 main:574] : INFO : Epoch 1850 | loss: 0.0311151 | val_loss: 0.0311601 | Time: 2619.54 ms [2022-04-01 17:34:48 main:574] : INFO : Epoch 1851 | loss: 0.0311179 | val_loss: 0.0311594 | Time: 2606.97 ms [2022-04-01 17:34:51 main:574] : INFO : Epoch 1852 | loss: 0.0311193 | val_loss: 0.0311628 | Time: 2616.06 ms [2022-04-01 17:34:54 main:574] : INFO : Epoch 1853 | loss: 0.0311198 | val_loss: 0.0311692 | Time: 2626.34 ms [2022-04-01 17:34:56 main:574] : INFO : Epoch 1854 | loss: 0.0311208 | val_loss: 0.0311673 | Time: 2608.71 ms [2022-04-01 17:34:59 main:574] : INFO : Epoch 1855 | loss: 0.0311283 | val_loss: 0.0311655 | Time: 2596.31 ms [2022-04-01 17:35:01 main:574] : INFO : Epoch 1856 | loss: 0.0311392 | val_loss: 0.0311674 | Time: 2619.57 ms [2022-04-01 17:35:04 main:574] : INFO : Epoch 1857 | loss: 0.0311343 | val_loss: 0.0311646 | Time: 2625.97 ms [2022-04-01 17:35:07 main:574] : INFO : Epoch 1858 | loss: 0.0311291 | val_loss: 0.0311637 | Time: 2615.94 ms [2022-04-01 17:35:09 main:574] : INFO : Epoch 1859 | loss: 0.031124 | val_loss: 0.0311613 | Time: 2617.01 ms [2022-04-01 17:35:12 main:574] : INFO : Epoch 1860 | loss: 0.0311245 | val_loss: 0.0311605 | Time: 2600.46 ms [2022-04-01 17:35:14 main:574] : INFO : Epoch 1861 | loss: 0.0311201 | val_loss: 0.0311591 | Time: 2620.32 ms [2022-04-01 17:35:17 main:574] : INFO : Epoch 1862 | loss: 0.0311177 | val_loss: 0.0311637 | Time: 2606.66 ms [2022-04-01 17:35:20 main:574] : INFO : Epoch 1863 | loss: 0.0311163 | val_loss: 0.031165 | Time: 2608.95 ms [2022-04-01 17:35:22 main:574] : INFO : Epoch 1864 | loss: 0.0311182 | val_loss: 0.0311667 | Time: 2603.86 ms [2022-04-01 17:35:25 main:574] : INFO : Epoch 1865 | loss: 0.0311155 | val_loss: 0.0311657 | Time: 2619.23 ms [2022-04-01 17:35:28 main:574] : INFO : Epoch 1866 | loss: 0.0311162 | val_loss: 0.0311587 | Time: 2615.11 ms [2022-04-01 17:35:30 main:574] : INFO : Epoch 1867 | loss: 0.0311209 | val_loss: 0.031162 | Time: 2612.5 ms [2022-04-01 17:35:33 main:574] : INFO : Epoch 1868 | loss: 0.0311229 | val_loss: 0.031168 | Time: 2613.99 ms [2022-04-01 17:35:35 main:574] : INFO : Epoch 1869 | loss: 0.0311247 | val_loss: 0.0311647 | Time: 2637.13 ms [2022-04-01 17:35:38 main:574] : INFO : Epoch 1870 | loss: 0.0311279 | val_loss: 0.0311559 | Time: 2628.24 ms [2022-04-01 17:35:41 main:574] : INFO : Epoch 1871 | loss: 0.0311289 | val_loss: 0.0311643 | Time: 2620.42 ms [2022-04-01 17:35:43 main:574] : INFO : Epoch 1872 | loss: 0.0311269 | val_loss: 0.0311648 | Time: 2616.45 ms [2022-04-01 17:35:46 main:574] : INFO : Epoch 1873 | loss: 0.0311208 | val_loss: 0.0311587 | Time: 2622.88 ms [2022-04-01 17:35:49 main:574] : INFO : Epoch 1874 | loss: 0.0311205 | val_loss: 0.0311604 | Time: 2615.84 ms [2022-04-01 17:35:51 main:574] : INFO : Epoch 1875 | loss: 0.0311193 | val_loss: 0.0311594 | Time: 2611.99 ms [2022-04-01 17:35:54 main:574] : INFO : Epoch 1876 | loss: 0.0311177 | val_loss: 0.0311614 | Time: 2619.11 ms [2022-04-01 17:35:56 main:574] : INFO : Epoch 1877 | loss: 0.0311174 | val_loss: 0.0311609 | Time: 2608.64 ms [2022-04-01 17:35:59 main:574] : INFO : Epoch 1878 | loss: 0.0311161 | val_loss: 0.0311635 | Time: 2614.68 ms [2022-04-01 17:36:02 main:574] : INFO : Epoch 1879 | loss: 0.0311159 | val_loss: 0.0311617 | Time: 2611.13 ms [2022-04-01 17:36:04 main:574] : INFO : Epoch 1880 | loss: 0.0311139 | val_loss: 0.0311628 | Time: 2615.44 ms [2022-04-01 17:36:07 main:574] : INFO : Epoch 1881 | loss: 0.0311137 | val_loss: 0.0311616 | Time: 2631.59 ms [2022-04-01 17:36:09 main:574] : INFO : Epoch 1882 | loss: 0.0311128 | val_loss: 0.0311633 | Time: 2608.36 ms [2022-04-01 17:36:12 main:574] : INFO : Epoch 1883 | loss: 0.0311126 | val_loss: 0.031167 | Time: 2617.48 ms [2022-04-01 17:36:15 main:574] : INFO : Epoch 1884 | loss: 0.0311204 | val_loss: 0.0311654 | Time: 2634.49 ms [2022-04-01 17:36:17 main:574] : INFO : Epoch 1885 | loss: 0.0311153 | val_loss: 0.0311618 | Time: 2620.71 ms [2022-04-01 17:36:20 main:574] : INFO : Epoch 1886 | loss: 0.0311149 | val_loss: 0.0311625 | Time: 2617.46 ms [2022-04-01 17:36:23 main:574] : INFO : Epoch 1887 | loss: 0.0311163 | val_loss: 0.0311666 | Time: 2619.9 ms [2022-04-01 17:36:25 main:574] : INFO : Epoch 1888 | loss: 0.0311141 | val_loss: 0.0311656 | Time: 2630.9 ms [2022-04-01 17:36:28 main:574] : INFO : Epoch 1889 | loss: 0.0311174 | val_loss: 0.0311625 | Time: 2618.4 ms [2022-04-01 17:36:30 main:574] : INFO : Epoch 1890 | loss: 0.0311201 | val_loss: 0.0311591 | Time: 2601.92 ms [2022-04-01 17:36:33 main:574] : INFO : Epoch 1891 | loss: 0.0311183 | val_loss: 0.0311614 | Time: 2609.82 ms [2022-04-01 17:36:36 main:574] : INFO : Epoch 1892 | loss: 0.0311169 | val_loss: 0.0311625 | Time: 2623.49 ms [2022-04-01 17:36:38 main:574] : INFO : Epoch 1893 | loss: 0.0311179 | val_loss: 0.0311696 | Time: 2604.38 ms [2022-04-01 17:36:41 main:574] : INFO : Epoch 1894 | loss: 0.0311219 | val_loss: 0.0311599 | Time: 2616.32 ms [2022-04-01 17:36:44 main:574] : INFO : Epoch 1895 | loss: 0.0311153 | val_loss: 0.0311614 | Time: 2615.42 ms [2022-04-01 17:36:46 main:574] : INFO : Epoch 1896 | loss: 0.0311169 | val_loss: 0.0311728 | Time: 2632.94 ms [2022-04-01 17:36:49 main:574] : INFO : Epoch 1897 | loss: 0.031116 | val_loss: 0.031162 | Time: 2607.27 ms [2022-04-01 17:36:51 main:574] : INFO : Epoch 1898 | loss: 0.0311135 | val_loss: 0.0311603 | Time: 2618.67 ms [2022-04-01 17:36:54 main:574] : INFO : Epoch 1899 | loss: 0.0311168 | val_loss: 0.0311692 | Time: 2607.53 ms [2022-04-01 17:36:57 main:574] : INFO : Epoch 1900 | loss: 0.0311122 | val_loss: 0.0311693 | Time: 2635.07 ms [2022-04-01 17:36:59 main:574] : INFO : Epoch 1901 | loss: 0.0311149 | val_loss: 0.0311594 | Time: 2608.05 ms [2022-04-01 17:37:02 main:574] : INFO : Epoch 1902 | loss: 0.0311167 | val_loss: 0.0311655 | Time: 2607.6 ms [2022-04-01 17:37:04 main:574] : INFO : Epoch 1903 | loss: 0.0311312 | val_loss: 0.0311612 | Time: 2613.02 ms [2022-04-01 17:37:07 main:574] : INFO : Epoch 1904 | loss: 0.0311264 | val_loss: 0.0311736 | Time: 2633.22 ms [2022-04-01 17:37:10 main:574] : INFO : Epoch 1905 | loss: 0.0311286 | val_loss: 0.0311635 | Time: 2606.87 ms [2022-04-01 17:37:12 main:574] : INFO : Epoch 1906 | loss: 0.0311214 | val_loss: 0.0311656 | Time: 2612.14 ms [2022-04-01 17:37:15 main:574] : INFO : Epoch 1907 | loss: 0.0311193 | val_loss: 0.0311601 | Time: 2613.4 ms [2022-04-01 17:37:18 main:574] : INFO : Epoch 1908 | loss: 0.0311147 | val_loss: 0.0311644 | Time: 2625.58 ms [2022-04-01 17:37:20 main:574] : INFO : Epoch 1909 | loss: 0.0311138 | val_loss: 0.0311634 | Time: 2616.49 ms [2022-04-01 17:37:23 main:574] : INFO : Epoch 1910 | loss: 0.0311144 | val_loss: 0.0311661 | Time: 2614.4 ms [2022-04-01 17:37:25 main:574] : INFO : Epoch 1911 | loss: 0.0311147 | val_loss: 0.0311636 | Time: 2617.8 ms [2022-04-01 17:37:28 main:574] : INFO : Epoch 1912 | loss: 0.0311129 | val_loss: 0.031169 | Time: 2617.35 ms [2022-04-01 17:37:31 main:574] : INFO : Epoch 1913 | loss: 0.0311118 | val_loss: 0.0311666 | Time: 2613.93 ms [2022-04-01 17:37:33 main:574] : INFO : Epoch 1914 | loss: 0.031113 | val_loss: 0.0311644 | Time: 2605.31 ms [2022-04-01 17:37:36 main:574] : INFO : Epoch 1915 | loss: 0.0311132 | val_loss: 0.0311635 | Time: 2621.37 ms [2022-04-01 17:37:39 main:574] : INFO : Epoch 1916 | loss: 0.0311149 | val_loss: 0.0311664 | Time: 2633.06 ms [2022-04-01 17:37:41 main:574] : INFO : Epoch 1917 | loss: 0.0311152 | val_loss: 0.031168 | Time: 2615.93 ms [2022-04-01 17:37:44 main:574] : INFO : Epoch 1918 | loss: 0.0311159 | val_loss: 0.0311734 | Time: 2607.99 ms [2022-04-01 17:37:46 main:574] : INFO : Epoch 1919 | loss: 0.031116 | val_loss: 0.0311658 | Time: 2607.9 ms [2022-04-01 17:37:49 main:574] : INFO : Epoch 1920 | loss: 0.0311172 | val_loss: 0.031163 | Time: 2618.96 ms [2022-04-01 17:37:52 main:574] : INFO : Epoch 1921 | loss: 0.0311182 | val_loss: 0.0311905 | Time: 2611.1 ms [2022-04-01 17:37:54 main:574] : INFO : Epoch 1922 | loss: 0.0311626 | val_loss: 0.0311667 | Time: 2604.59 ms [2022-04-01 17:37:57 main:574] : INFO : Epoch 1923 | loss: 0.0311715 | val_loss: 0.0311677 | Time: 2604.04 ms [2022-04-01 17:37:59 main:574] : INFO : Epoch 1924 | loss: 0.0311598 | val_loss: 0.0311608 | Time: 2619.02 ms [2022-04-01 17:38:02 main:574] : INFO : Epoch 1925 | loss: 0.0311507 | val_loss: 0.0311558 | Time: 2602.15 ms [2022-04-01 17:38:05 main:574] : INFO : Epoch 1926 | loss: 0.0311427 | val_loss: 0.0311534 | Time: 2620.96 ms [2022-04-01 17:38:07 main:574] : INFO : Epoch 1927 | loss: 0.0311394 | val_loss: 0.0311583 | Time: 2606.65 ms [2022-04-01 17:38:10 main:574] : INFO : Epoch 1928 | loss: 0.0311374 | val_loss: 0.0311542 | Time: 2620.09 ms [2022-04-01 17:38:13 main:574] : INFO : Epoch 1929 | loss: 0.0311363 | val_loss: 0.031154 | Time: 2609.02 ms [2022-04-01 17:38:15 main:574] : INFO : Epoch 1930 | loss: 0.0311351 | val_loss: 0.0311545 | Time: 2617.99 ms [2022-04-01 17:38:18 main:574] : INFO : Epoch 1931 | loss: 0.0311326 | val_loss: 0.031154 | Time: 2613.34 ms [2022-04-01 17:38:20 main:574] : INFO : Epoch 1932 | loss: 0.0311331 | val_loss: 0.0311525 | Time: 2639.25 ms [2022-04-01 17:38:23 main:574] : INFO : Epoch 1933 | loss: 0.0311324 | val_loss: 0.0311546 | Time: 2638.87 ms [2022-04-01 17:38:26 main:574] : INFO : Epoch 1934 | loss: 0.0311321 | val_loss: 0.0311559 | Time: 2646.47 ms [2022-04-01 17:38:28 main:574] : INFO : Epoch 1935 | loss: 0.0311297 | val_loss: 0.0311609 | Time: 2629.32 ms [2022-04-01 17:38:31 main:574] : INFO : Epoch 1936 | loss: 0.031131 | val_loss: 0.0311576 | Time: 2634.02 ms [2022-04-01 17:38:34 main:574] : INFO : Epoch 1937 | loss: 0.0311292 | val_loss: 0.0311642 | Time: 2619.29 ms [2022-04-01 17:38:36 main:574] : INFO : Epoch 1938 | loss: 0.0311288 | val_loss: 0.0311552 | Time: 2602.8 ms [2022-04-01 17:38:39 main:574] : INFO : Epoch 1939 | loss: 0.0311263 | val_loss: 0.031157 | Time: 2606.65 ms [2022-04-01 17:38:42 main:574] : INFO : Epoch 1940 | loss: 0.0311256 | val_loss: 0.0311626 | Time: 2627.6 ms [2022-04-01 17:38:44 main:574] : INFO : Epoch 1941 | loss: 0.0311337 | val_loss: 0.0311601 | Time: 2627.53 ms [2022-04-01 17:38:47 main:574] : INFO : Epoch 1942 | loss: 0.0311277 | val_loss: 0.031163 | Time: 2600.78 ms [2022-04-01 17:38:49 main:574] : INFO : Epoch 1943 | loss: 0.0311276 | val_loss: 0.0311595 | Time: 2607.98 ms [2022-04-01 17:38:52 main:574] : INFO : Epoch 1944 | loss: 0.0311292 | val_loss: 0.0311596 | Time: 2632.88 ms [2022-04-01 17:38:55 main:574] : INFO : Epoch 1945 | loss: 0.0311268 | val_loss: 0.0311635 | Time: 2627.65 ms [2022-04-01 17:38:57 main:574] : INFO : Epoch 1946 | loss: 0.0311263 | val_loss: 0.0311552 | Time: 2616.59 ms [2022-04-01 17:39:00 main:574] : INFO : Epoch 1947 | loss: 0.031128 | val_loss: 0.0311555 | Time: 2630.54 ms [2022-04-01 17:39:02 main:574] : INFO : Epoch 1948 | loss: 0.0311295 | val_loss: 0.0311606 | Time: 2630.61 ms [2022-04-01 17:39:05 main:574] : INFO : Epoch 1949 | loss: 0.0311263 | val_loss: 0.0311589 | Time: 2615.17 ms [2022-04-01 17:39:08 main:574] : INFO : Epoch 1950 | loss: 0.0311278 | val_loss: 0.0311596 | Time: 2617.9 ms [2022-04-01 17:39:10 main:574] : INFO : Epoch 1951 | loss: 0.0311281 | val_loss: 0.0311582 | Time: 2619.5 ms [2022-04-01 17:39:13 main:574] : INFO : Epoch 1952 | loss: 0.0311258 | val_loss: 0.0311578 | Time: 2622.34 ms [2022-04-01 17:39:16 main:574] : INFO : Epoch 1953 | loss: 0.0311241 | val_loss: 0.0311578 | Time: 2616.29 ms [2022-04-01 17:39:18 main:574] : INFO : Epoch 1954 | loss: 0.0311221 | val_loss: 0.0311571 | Time: 2621.48 ms [2022-04-01 17:39:21 main:574] : INFO : Epoch 1955 | loss: 0.0311207 | val_loss: 0.0311633 | Time: 2628.64 ms [2022-04-01 17:39:23 main:574] : INFO : Epoch 1956 | loss: 0.0311213 | val_loss: 0.0311615 | Time: 2610.25 ms [2022-04-01 17:39:26 main:574] : INFO : Epoch 1957 | loss: 0.0311205 | val_loss: 0.0311624 | Time: 2623.01 ms [2022-04-01 17:39:29 main:574] : INFO : Epoch 1958 | loss: 0.0311219 | val_loss: 0.0311627 | Time: 2611.69 ms [2022-04-01 17:39:31 main:574] : INFO : Epoch 1959 | loss: 0.0311279 | val_loss: 0.0311625 | Time: 2625.77 ms [2022-04-01 17:39:34 main:574] : INFO : Epoch 1960 | loss: 0.0311285 | val_loss: 0.0311632 | Time: 2610.98 ms [2022-04-01 17:39:37 main:574] : INFO : Epoch 1961 | loss: 0.031126 | val_loss: 0.0311615 | Time: 2615.74 ms [2022-04-01 17:39:39 main:574] : INFO : Epoch 1962 | loss: 0.0311252 | val_loss: 0.031161 | Time: 2616.56 ms [2022-04-01 17:39:42 main:574] : INFO : Epoch 1963 | loss: 0.031123 | val_loss: 0.031165 | Time: 2625.86 ms [2022-04-01 17:39:44 main:574] : INFO : Epoch 1964 | loss: 0.0311207 | val_loss: 0.0311633 | Time: 2615.41 ms [2022-04-01 17:39:47 main:574] : INFO : Epoch 1965 | loss: 0.0311192 | val_loss: 0.031159 | Time: 2618.53 ms [2022-04-01 17:39:50 main:574] : INFO : Epoch 1966 | loss: 0.0311267 | val_loss: 0.0311726 | Time: 2618.85 ms [2022-04-01 17:39:52 main:574] : INFO : Epoch 1967 | loss: 0.0311527 | val_loss: 0.0311636 | Time: 2625.97 ms [2022-04-01 17:39:55 main:574] : INFO : Epoch 1968 | loss: 0.0311478 | val_loss: 0.0311609 | Time: 2612.11 ms [2022-04-01 17:39:58 main:574] : INFO : Epoch 1969 | loss: 0.0311391 | val_loss: 0.0311615 | Time: 2618.93 ms [2022-04-01 17:40:00 main:574] : INFO : Epoch 1970 | loss: 0.0311345 | val_loss: 0.0311601 | Time: 2609.71 ms [2022-04-01 17:40:03 main:574] : INFO : Epoch 1971 | loss: 0.0311321 | val_loss: 0.0311629 | Time: 2639.53 ms [2022-04-01 17:40:05 main:574] : INFO : Epoch 1972 | loss: 0.0311279 | val_loss: 0.0311555 | Time: 2610.97 ms [2022-04-01 17:40:08 main:574] : INFO : Epoch 1973 | loss: 0.0311247 | val_loss: 0.0311601 | Time: 2609.18 ms [2022-04-01 17:40:11 main:574] : INFO : Epoch 1974 | loss: 0.0311221 | val_loss: 0.0311594 | Time: 2601.66 ms [2022-04-01 17:40:13 main:574] : INFO : Epoch 1975 | loss: 0.0311236 | val_loss: 0.0311576 | Time: 2618.3 ms [2022-04-01 17:40:16 main:574] : INFO : Epoch 1976 | loss: 0.0311248 | val_loss: 0.0311712 | Time: 2597.53 ms [2022-04-01 17:40:18 main:574] : INFO : Epoch 1977 | loss: 0.0311245 | val_loss: 0.0311566 | Time: 2617.17 ms [2022-04-01 17:40:21 main:574] : INFO : Epoch 1978 | loss: 0.0311213 | val_loss: 0.031159 | Time: 2610.82 ms [2022-04-01 17:40:24 main:574] : INFO : Epoch 1979 | loss: 0.0311211 | val_loss: 0.0311578 | Time: 2611.63 ms [2022-04-01 17:40:26 main:574] : INFO : Epoch 1980 | loss: 0.0311233 | val_loss: 0.0311594 | Time: 2603.25 ms [2022-04-01 17:40:29 main:574] : INFO : Epoch 1981 | loss: 0.0311206 | val_loss: 0.0311585 | Time: 2602.98 ms [2022-04-01 17:40:32 main:574] : INFO : Epoch 1982 | loss: 0.0311195 | val_loss: 0.031159 | Time: 2611.01 ms [2022-04-01 17:40:34 main:574] : INFO : Epoch 1983 | loss: 0.0311199 | val_loss: 0.031158 | Time: 2625.65 ms [2022-04-01 17:40:37 main:574] : INFO : Epoch 1984 | loss: 0.0311234 | val_loss: 0.0311618 | Time: 2611.75 ms [2022-04-01 17:40:39 main:574] : INFO : Epoch 1985 | loss: 0.031123 | val_loss: 0.0311598 | Time: 2614.43 ms [2022-04-01 17:40:42 main:574] : INFO : Epoch 1986 | loss: 0.0311208 | val_loss: 0.0311564 | Time: 2615.53 ms [2022-04-01 17:40:45 main:574] : INFO : Epoch 1987 | loss: 0.0311207 | val_loss: 0.0311607 | Time: 2633.66 ms [2022-04-01 17:40:47 main:574] : INFO : Epoch 1988 | loss: 0.0311248 | val_loss: 0.0311592 | Time: 2605.12 ms [2022-04-01 17:40:50 main:574] : INFO : Epoch 1989 | loss: 0.0311206 | val_loss: 0.0311593 | Time: 2612.14 ms [2022-04-01 17:40:52 main:574] : INFO : Epoch 1990 | loss: 0.0311185 | val_loss: 0.0311627 | Time: 2601.56 ms [2022-04-01 17:40:55 main:574] : INFO : Epoch 1991 | loss: 0.0311198 | val_loss: 0.0311594 | Time: 2634.49 ms [2022-04-01 17:40:58 main:574] : INFO : Epoch 1992 | loss: 0.0311215 | val_loss: 0.0311576 | Time: 2606.56 ms [2022-04-01 17:41:00 main:574] : INFO : Epoch 1993 | loss: 0.0311205 | val_loss: 0.0311617 | Time: 2599.27 ms [2022-04-01 17:41:03 main:574] : INFO : Epoch 1994 | loss: 0.0311259 | val_loss: 0.0311603 | Time: 2603.67 ms [2022-04-01 17:41:06 main:574] : INFO : Epoch 1995 | loss: 0.031129 | val_loss: 0.0311612 | Time: 2628.63 ms [2022-04-01 17:41:08 main:574] : INFO : Epoch 1996 | loss: 0.031127 | val_loss: 0.0311606 | Time: 2599.5 ms [2022-04-01 17:41:11 main:574] : INFO : Epoch 1997 | loss: 0.0311255 | val_loss: 0.0311559 | Time: 2609.3 ms [2022-04-01 17:41:13 main:574] : INFO : Epoch 1998 | loss: 0.0311216 | val_loss: 0.0311547 | Time: 2602.47 ms [2022-04-01 17:41:16 main:574] : INFO : Epoch 1999 | loss: 0.0311232 | val_loss: 0.0311605 | Time: 2630.9 ms [2022-04-01 17:41:19 main:574] : INFO : Epoch 2000 | loss: 0.0311222 | val_loss: 0.0311555 | Time: 2601.23 ms [2022-04-01 17:41:21 main:574] : INFO : Epoch 2001 | loss: 0.0311197 | val_loss: 0.0311597 | Time: 2609.19 ms [2022-04-01 17:41:24 main:574] : INFO : Epoch 2002 | loss: 0.0311176 | val_loss: 0.0311592 | Time: 2617.38 ms [2022-04-01 17:41:26 main:574] : INFO : Epoch 2003 | loss: 0.0311194 | val_loss: 0.0311628 | Time: 2634.31 ms [2022-04-01 17:41:29 main:574] : INFO : Epoch 2004 | loss: 0.0311176 | val_loss: 0.0311596 | Time: 2609.26 ms [2022-04-01 17:41:32 main:574] : INFO : Epoch 2005 | loss: 0.0311169 | val_loss: 0.0311582 | Time: 2604.8 ms [2022-04-01 17:41:34 main:574] : INFO : Epoch 2006 | loss: 0.0311167 | val_loss: 0.0311585 | Time: 2614.13 ms [2022-04-01 17:41:37 main:574] : INFO : Epoch 2007 | loss: 0.0311151 | val_loss: 0.0311573 | Time: 2629.4 ms [2022-04-01 17:41:40 main:574] : INFO : Epoch 2008 | loss: 0.0311162 | val_loss: 0.0311541 | Time: 2607.23 ms [2022-04-01 17:41:42 main:574] : INFO : Epoch 2009 | loss: 0.0311163 | val_loss: 0.0311581 | Time: 2617.29 ms [2022-04-01 17:41:45 main:574] : INFO : Epoch 2010 | loss: 0.0311163 | val_loss: 0.0311541 | Time: 2606.87 ms [2022-04-01 17:41:47 main:574] : INFO : Epoch 2011 | loss: 0.0311153 | val_loss: 0.0311603 | Time: 2627.32 ms [2022-04-01 17:41:50 main:574] : INFO : Epoch 2012 | loss: 0.0311151 | val_loss: 0.0311737 | Time: 2603.3 ms [2022-04-01 17:41:53 main:574] : INFO : Epoch 2013 | loss: 0.0311227 | val_loss: 0.0311609 | Time: 2599.2 ms [2022-04-01 17:41:55 main:574] : INFO : Epoch 2014 | loss: 0.031124 | val_loss: 0.0311559 | Time: 2606.65 ms [2022-04-01 17:41:58 main:574] : INFO : Epoch 2015 | loss: 0.0311222 | val_loss: 0.0311591 | Time: 2616.66 ms [2022-04-01 17:42:00 main:574] : INFO : Epoch 2016 | loss: 0.0311189 | val_loss: 0.03116 | Time: 2604.63 ms [2022-04-01 17:42:03 main:574] : INFO : Epoch 2017 | loss: 0.0311181 | val_loss: 0.0311556 | Time: 2609.57 ms [2022-04-01 17:42:06 main:574] : INFO : Epoch 2018 | loss: 0.031116 | val_loss: 0.0311638 | Time: 2609.18 ms [2022-04-01 17:42:08 main:574] : INFO : Epoch 2019 | loss: 0.0311163 | val_loss: 0.0311636 | Time: 2624.17 ms [2022-04-01 17:42:11 main:574] : INFO : Epoch 2020 | loss: 0.0311175 | val_loss: 0.0311606 | Time: 2614.06 ms [2022-04-01 17:42:14 main:574] : INFO : Epoch 2021 | loss: 0.0311194 | val_loss: 0.0311529 | Time: 2610.23 ms [2022-04-01 17:42:16 main:574] : INFO : Epoch 2022 | loss: 0.0311217 | val_loss: 0.031158 | Time: 2616.87 ms [2022-04-01 17:42:19 main:574] : INFO : Epoch 2023 | loss: 0.0311236 | val_loss: 0.0311579 | Time: 2621.99 ms [2022-04-01 17:42:21 main:574] : INFO : Epoch 2024 | loss: 0.0311226 | val_loss: 0.0311576 | Time: 2611.83 ms [2022-04-01 17:42:24 main:574] : INFO : Epoch 2025 | loss: 0.0311172 | val_loss: 0.0311602 | Time: 2617.78 ms [2022-04-01 17:42:27 main:574] : INFO : Epoch 2026 | loss: 0.0311154 | val_loss: 0.0311549 | Time: 2610.93 ms [2022-04-01 17:42:29 main:574] : INFO : Epoch 2027 | loss: 0.031115 | val_loss: 0.0311616 | Time: 2636.48 ms [2022-04-01 17:42:32 main:574] : INFO : Epoch 2028 | loss: 0.0311146 | val_loss: 0.0311589 | Time: 2607.33 ms [2022-04-01 17:42:34 main:574] : INFO : Epoch 2029 | loss: 0.0311159 | val_loss: 0.0311621 | Time: 2611.63 ms [2022-04-01 17:42:37 main:574] : INFO : Epoch 2030 | loss: 0.0311138 | val_loss: 0.0311599 | Time: 2617.11 ms [2022-04-01 17:42:40 main:574] : INFO : Epoch 2031 | loss: 0.0311147 | val_loss: 0.0311661 | Time: 2625.31 ms [2022-04-01 17:42:42 main:574] : INFO : Epoch 2032 | loss: 0.0311141 | val_loss: 0.0311573 | Time: 2612.01 ms [2022-04-01 17:42:45 main:574] : INFO : Epoch 2033 | loss: 0.0311194 | val_loss: 0.0311603 | Time: 2618.06 ms [2022-04-01 17:42:48 main:574] : INFO : Epoch 2034 | loss: 0.0311221 | val_loss: 0.0311599 | Time: 2623.04 ms [2022-04-01 17:42:50 main:574] : INFO : Epoch 2035 | loss: 0.0311242 | val_loss: 0.0311588 | Time: 2609.81 ms [2022-04-01 17:42:53 main:574] : INFO : Epoch 2036 | loss: 0.0311216 | val_loss: 0.0311618 | Time: 2615.32 ms [2022-04-01 17:42:55 main:574] : INFO : Epoch 2037 | loss: 0.0311195 | val_loss: 0.0311653 | Time: 2606.58 ms [2022-04-01 17:42:58 main:574] : INFO : Epoch 2038 | loss: 0.0311209 | val_loss: 0.0311623 | Time: 2631.89 ms [2022-04-01 17:43:01 main:574] : INFO : Epoch 2039 | loss: 0.0311207 | val_loss: 0.0311664 | Time: 2616.99 ms [2022-04-01 17:43:03 main:574] : INFO : Epoch 2040 | loss: 0.0311205 | val_loss: 0.0311663 | Time: 2624.42 ms [2022-04-01 17:43:06 main:574] : INFO : Epoch 2041 | loss: 0.0311429 | val_loss: 0.031163 | Time: 2617.29 ms [2022-04-01 17:43:09 main:574] : INFO : Epoch 2042 | loss: 0.0311344 | val_loss: 0.03116 | Time: 2653.66 ms [2022-04-01 17:43:11 main:574] : INFO : Epoch 2043 | loss: 0.031131 | val_loss: 0.0311625 | Time: 2611.02 ms [2022-04-01 17:43:14 main:574] : INFO : Epoch 2044 | loss: 0.0311312 | val_loss: 0.0311617 | Time: 2613.17 ms [2022-04-01 17:43:16 main:574] : INFO : Epoch 2045 | loss: 0.0311287 | val_loss: 0.0311591 | Time: 2624.15 ms [2022-04-01 17:43:19 main:574] : INFO : Epoch 2046 | loss: 0.031123 | val_loss: 0.0311627 | Time: 2637.93 ms [2022-04-01 17:43:22 main:574] : INFO : Epoch 2047 | loss: 0.0311194 | val_loss: 0.0311606 | Time: 2621.4 ms [2022-04-01 17:43:24 main:574] : INFO : Epoch 2048 | loss: 0.0311207 | val_loss: 0.0311594 | Time: 2610.67 ms [2022-04-01 17:43:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311594 [2022-04-01 17:43:24 main:603] : INFO : Saving end state to config to file [2022-04-01 17:43:24 main:608] : INFO : Success, exiting.. 17:43:24 (11944): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)